Dataset statistics
| Number of variables | 63 |
|---|---|
| Number of observations | 266 |
| Missing cells | 11532 |
| Missing cells (%) | 68.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 160.5 KiB |
| Average record size in memory | 617.9 B |
Variable types
| Categorical | 2 |
|---|---|
| Unsupported | 41 |
| Numeric | 20 |
Country Name has a high cardinality: 266 distinct values | High cardinality |
Country Code has a high cardinality: 266 distinct values | High cardinality |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
1960 has 266 (100.0%) missing values | Missing |
1961 has 266 (100.0%) missing values | Missing |
1962 has 266 (100.0%) missing values | Missing |
1963 has 266 (100.0%) missing values | Missing |
1964 has 266 (100.0%) missing values | Missing |
1965 has 266 (100.0%) missing values | Missing |
1966 has 266 (100.0%) missing values | Missing |
1967 has 266 (100.0%) missing values | Missing |
1968 has 266 (100.0%) missing values | Missing |
1969 has 266 (100.0%) missing values | Missing |
1970 has 266 (100.0%) missing values | Missing |
1971 has 266 (100.0%) missing values | Missing |
1972 has 266 (100.0%) missing values | Missing |
1973 has 266 (100.0%) missing values | Missing |
1974 has 266 (100.0%) missing values | Missing |
1975 has 266 (100.0%) missing values | Missing |
1976 has 266 (100.0%) missing values | Missing |
1977 has 266 (100.0%) missing values | Missing |
1978 has 266 (100.0%) missing values | Missing |
1979 has 266 (100.0%) missing values | Missing |
1980 has 266 (100.0%) missing values | Missing |
1981 has 266 (100.0%) missing values | Missing |
1982 has 266 (100.0%) missing values | Missing |
1983 has 266 (100.0%) missing values | Missing |
1984 has 266 (100.0%) missing values | Missing |
1985 has 266 (100.0%) missing values | Missing |
1986 has 266 (100.0%) missing values | Missing |
1987 has 266 (100.0%) missing values | Missing |
1988 has 266 (100.0%) missing values | Missing |
1989 has 266 (100.0%) missing values | Missing |
1990 has 266 (100.0%) missing values | Missing |
1991 has 266 (100.0%) missing values | Missing |
1992 has 266 (100.0%) missing values | Missing |
1993 has 266 (100.0%) missing values | Missing |
1994 has 266 (100.0%) missing values | Missing |
1995 has 266 (100.0%) missing values | Missing |
1996 has 266 (100.0%) missing values | Missing |
1997 has 266 (100.0%) missing values | Missing |
1998 has 266 (100.0%) missing values | Missing |
1999 has 266 (100.0%) missing values | Missing |
2000 has 34 (12.8%) missing values | Missing |
2001 has 34 (12.8%) missing values | Missing |
2002 has 33 (12.4%) missing values | Missing |
2003 has 31 (11.7%) missing values | Missing |
2004 has 31 (11.7%) missing values | Missing |
2005 has 31 (11.7%) missing values | Missing |
2006 has 31 (11.7%) missing values | Missing |
2007 has 31 (11.7%) missing values | Missing |
2008 has 31 (11.7%) missing values | Missing |
2009 has 31 (11.7%) missing values | Missing |
2010 has 30 (11.3%) missing values | Missing |
2011 has 29 (10.9%) missing values | Missing |
2012 has 30 (11.3%) missing values | Missing |
2013 has 31 (11.7%) missing values | Missing |
2014 has 31 (11.7%) missing values | Missing |
2015 has 31 (11.7%) missing values | Missing |
2016 has 32 (12.0%) missing values | Missing |
2017 has 31 (11.7%) missing values | Missing |
2018 has 31 (11.7%) missing values | Missing |
2019 has 32 (12.0%) missing values | Missing |
2020 has 266 (100.0%) missing values | Missing |
Country Name is uniformly distributed | Uniform |
Country Code is uniformly distributed | Uniform |
Country Name has unique values | Unique |
Country Code has unique values | Unique |
1960 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1961 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1962 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1963 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1964 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1965 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1966 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1967 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1968 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1969 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1970 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1971 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1972 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1973 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1974 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1975 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1976 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1977 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1978 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1979 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1980 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1981 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1982 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1983 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1984 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1985 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1986 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1987 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1988 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1989 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1990 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1991 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1992 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1993 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1994 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1995 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1996 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1997 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1998 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1999 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
2020 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2022-04-02 20:03:35.675470 |
|---|---|
| Analysis finished | 2022-04-02 20:04:19.710260 |
| Duration | 44.03 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 266 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
| Aruba | 1 |
|---|---|
| Oman | 1 |
| Malawi | 1 |
| Malaysia | 1 |
| North America | 1 |
| Other values (261) |
Length
| Max length | 52 |
|---|---|
| Median length | 9 |
| Mean length | 12.40225564 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 266 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Aruba |
|---|---|
| 2nd row | Africa Eastern and Southern |
| 3rd row | Afghanistan |
| 4th row | Africa Western and Central |
| 5th row | Angola |
Common Values
| Value | Count | Frequency (%) |
| Aruba | 1 | 0.4% |
| Oman | 1 | 0.4% |
| Malawi | 1 | 0.4% |
| Malaysia | 1 | 0.4% |
| North America | 1 | 0.4% |
| Namibia | 1 | 0.4% |
| New Caledonia | 1 | 0.4% |
| Niger | 1 | 0.4% |
| Nigeria | 1 | 0.4% |
| Nicaragua | 1 | 0.4% |
| Other values (256) | 256 |
Length
| Value | Count | Frequency (%) |
| 20 | 4.0% | |
| and | 12 | 2.4% |
| income | 11 | 2.2% |
| ida | 10 | 2.0% |
| islands | 9 | 1.8% |
| africa | 9 | 1.8% |
| ibrd | 8 | 1.6% |
| asia | 8 | 1.6% |
| countries | 7 | 1.4% |
| rep | 7 | 1.4% |
| Other values (310) | 404 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 266 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 KiB |
| ABW | 1 |
|---|---|
| OMN | 1 |
| MWI | 1 |
| MYS | 1 |
| NAC | 1 |
| Other values (261) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 266 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ABW |
|---|---|
| 2nd row | AFE |
| 3rd row | AFG |
| 4th row | AFW |
| 5th row | AGO |
Common Values
| Value | Count | Frequency (%) |
| ABW | 1 | 0.4% |
| OMN | 1 | 0.4% |
| MWI | 1 | 0.4% |
| MYS | 1 | 0.4% |
| NAC | 1 | 0.4% |
| NAM | 1 | 0.4% |
| NCL | 1 | 0.4% |
| NER | 1 | 0.4% |
| NGA | 1 | 0.4% |
| NIC | 1 | 0.4% |
| Other values (256) | 256 |
Length
| Value | Count | Frequency (%) |
| abw | 1 | 0.4% |
| aut | 1 | 0.4% |
| btn | 1 | 0.4% |
| brn | 1 | 0.4% |
| afg | 1 | 0.4% |
| afw | 1 | 0.4% |
| ago | 1 | 0.4% |
| alb | 1 | 0.4% |
| and | 1 | 0.4% |
| arb | 1 | 0.4% |
| Other values (256) | 256 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 229 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 34 |
| Missing (%) | 12.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.932947052 |
| Minimum | 0.06204571 |
|---|---|
| Maximum | 24.11335373 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.06204571 |
|---|---|
| 5-th percentile | 0.5909759185 |
| Q1 | 1.335879858 |
| median | 2.35763948 |
| Q3 | 3.978395585 |
| 95-th percentile | 6.30484676 |
| Maximum | 24.11335373 |
| Range | 24.05130802 |
| Interquartile range (IQR) | 2.642515727 |
Descriptive statistics
| Standard deviation | 2.430552192 |
|---|---|
| Coefficient of variation (CV) | 0.8287064679 |
| Kurtosis | 27.18020385 |
| Mean | 2.932947052 |
| Median Absolute Deviation (MAD) | 1.157077591 |
| Skewness | 3.828605516 |
| Sum | 680.443716 |
| Variance | 5.907583957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.746761819 | 2 | 0.8% |
| 0.8755054644 | 2 | 0.8% |
| 1.891168997 | 2 | 0.8% |
| 1.67297924 | 1 | 0.4% |
| 0.48485136 | 1 | 0.4% |
| 1.55006421 | 1 | 0.4% |
| 1.42971563 | 1 | 0.4% |
| 1.17325473 | 1 | 0.4% |
| 5.573865419 | 1 | 0.4% |
| 4.85066414 | 1 | 0.4% |
| Other values (219) | 219 | |
| (Missing) | 34 | 12.8% |
| Value | Count | Frequency (%) |
| 0.06204571 | 1 | |
| 0.26258931 | 1 | |
| 0.290968 | 1 | |
| 0.3012518 | 1 | |
| 0.31905925 | 1 | |
| 0.46969447 | 1 | |
| 0.48485136 | 1 | |
| 0.51469445 | 1 | |
| 0.5497337 | 1 | |
| 0.58467138 | 1 |
| Value | Count | Frequency (%) |
| 24.11335373 | 1 | |
| 15.92757988 | 1 | |
| 9.6590271 | 1 | |
| 8.35801697 | 1 | |
| 7.73300314 | 1 | |
| 7.19458771 | 1 | |
| 6.97070265 | 1 | |
| 6.82578659 | 1 | |
| 6.73533964 | 1 | |
| 6.55928183 | 1 |
| Distinct | 229 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 34 |
| Missing (%) | 12.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.976065382 |
| Minimum | 0.1064138 |
|---|---|
| Maximum | 17.65759659 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.1064138 |
|---|---|
| 5-th percentile | 0.750252034 |
| Q1 | 1.409608243 |
| median | 2.4528234 |
| Q3 | 4.064216617 |
| 95-th percentile | 6.45218024 |
| Maximum | 17.65759659 |
| Range | 17.55118279 |
| Interquartile range (IQR) | 2.654608375 |
Descriptive statistics
| Standard deviation | 2.186791236 |
|---|---|
| Coefficient of variation (CV) | 0.7347927396 |
| Kurtosis | 9.835848659 |
| Mean | 2.976065382 |
| Median Absolute Deviation (MAD) | 1.185136346 |
| Skewness | 2.249668184 |
| Sum | 690.4471687 |
| Variance | 4.782055908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.727522818 | 2 | 0.8% |
| 0.8309636805 | 2 | 0.8% |
| 2.138974789 | 2 | 0.8% |
| 1.78606808 | 1 | 0.4% |
| 0.58291328 | 1 | 0.4% |
| 1.59244609 | 1 | 0.4% |
| 1.17792249 | 1 | 0.4% |
| 1.35142004 | 1 | 0.4% |
| 5.988678054 | 1 | 0.4% |
| 4.9487524 | 1 | 0.4% |
| Other values (219) | 219 | |
| (Missing) | 34 | 12.8% |
| Value | Count | Frequency (%) |
| 0.1064138 | 1 | |
| 0.18987575 | 1 | |
| 0.24215327 | 1 | |
| 0.32503304 | 1 | |
| 0.37107077 | 1 | |
| 0.45549405 | 1 | |
| 0.50978744 | 1 | |
| 0.5272817 | 1 | |
| 0.54510015 | 1 | |
| 0.58291328 | 1 |
| Value | Count | Frequency (%) |
| 17.65759659 | 1 | |
| 12.38502789 | 1 | |
| 11.8736887 | 1 | |
| 7.94652939 | 1 | |
| 7.75543833 | 1 | |
| 7.07461071 | 1 | |
| 7.06165648 | 1 | |
| 7.04638386 | 1 | |
| 6.82649755 | 1 | |
| 6.64224243 | 1 |
| Distinct | 231 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 33 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.970013976 |
| Minimum | 0.08418062 |
|---|---|
| Maximum | 11.75090027 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.08418062 |
|---|---|
| 5-th percentile | 0.607429052 |
| Q1 | 1.41283405 |
| median | 2.46180677 |
| Q3 | 4.07068014 |
| 95-th percentile | 6.483202443 |
| Maximum | 11.75090027 |
| Range | 11.66671965 |
| Interquartile range (IQR) | 2.65784609 |
Descriptive statistics
| Standard deviation | 2.042451707 |
|---|---|
| Coefficient of variation (CV) | 0.6876909414 |
| Kurtosis | 1.882619115 |
| Mean | 2.970013976 |
| Median Absolute Deviation (MAD) | 1.17503238 |
| Skewness | 1.23001731 |
| Sum | 692.0132564 |
| Variance | 4.171608976 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.532541695 | 2 | 0.8% |
| 2.172775273 | 2 | 0.8% |
| 3.27200246 | 1 | 0.4% |
| 0.79097205 | 1 | 0.4% |
| 1.70967305 | 1 | 0.4% |
| 1.37270689 | 1 | 0.4% |
| 1.36677563 | 1 | 0.4% |
| 6.327922989 | 1 | 0.4% |
| 5.16812229 | 1 | 0.4% |
| 1.20736766 | 1 | 0.4% |
| Other values (221) | 221 | |
| (Missing) | 33 | 12.4% |
| Value | Count | Frequency (%) |
| 0.08418062 | 1 | |
| 0.10429356 | 1 | |
| 0.15856928 | 1 | |
| 0.34117526 | 1 | |
| 0.35882044 | 1 | |
| 0.4319827 | 1 | |
| 0.48501268 | 1 | |
| 0.4877204 | 1 | |
| 0.52695286 | 1 | |
| 0.53133202 | 1 |
| Value | Count | Frequency (%) |
| 11.75090027 | 1 | |
| 11.40624046 | 1 | |
| 9.38507462 | 1 | |
| 7.92531824 | 1 | |
| 7.70809269 | 1 | |
| 7.46015739 | 1 | |
| 7.31639624 | 1 | |
| 7.29320812 | 1 | |
| 6.89934063 | 1 | |
| 6.77922344 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.01807887 |
| Minimum | 0.19967191 |
|---|---|
| Maximum | 13.33277512 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.19967191 |
|---|---|
| 5-th percentile | 0.638208141 |
| Q1 | 1.49787873 |
| median | 2.426525002 |
| Q3 | 4.13224387 |
| 95-th percentile | 6.744240037 |
| Maximum | 13.33277512 |
| Range | 13.13310321 |
| Interquartile range (IQR) | 2.63436514 |
Descriptive statistics
| Standard deviation | 2.057952803 |
|---|---|
| Coefficient of variation (CV) | 0.6818750906 |
| Kurtosis | 2.265166433 |
| Mean | 3.01807887 |
| Median Absolute Deviation (MAD) | 1.143997788 |
| Skewness | 1.273613797 |
| Sum | 709.2485344 |
| Variance | 4.235169738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.958601603 | 2 | 0.8% |
| 0.7544849897 | 2 | 0.8% |
| 2.18796892 | 2 | 0.8% |
| 1.64152479 | 1 | 0.4% |
| 7.13988781 | 1 | 0.4% |
| 1.65459454 | 1 | 0.4% |
| 1.51884329 | 1 | 0.4% |
| 6.527079246 | 1 | 0.4% |
| 5.27504635 | 1 | 0.4% |
| 1.07094729 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.19967191 | 1 | |
| 0.22955516 | 1 | |
| 0.24302946 | 1 | |
| 0.3768526 | 1 | |
| 0.42212996 | 1 | |
| 0.49904776 | 1 | |
| 0.50115913 | 1 | |
| 0.51549667 | 1 | |
| 0.53112721 | 1 | |
| 0.5704515 | 1 |
| Value | Count | Frequency (%) |
| 13.33277512 | 1 | |
| 10.25741005 | 1 | |
| 8.05242443 | 1 | |
| 7.90755463 | 1 | |
| 7.66358662 | 1 | |
| 7.47102213 | 1 | |
| 7.32370901 | 1 | |
| 7.13988781 | 1 | |
| 6.98268557 | 1 | |
| 6.91412926 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.991539226 |
| Minimum | 0.16040288 |
|---|---|
| Maximum | 12.06273365 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.16040288 |
|---|---|
| 5-th percentile | 0.681442212 |
| Q1 | 1.57070899 |
| median | 2.36819863 |
| Q3 | 4.06893635 |
| 95-th percentile | 6.723662899 |
| Maximum | 12.06273365 |
| Range | 11.90233077 |
| Interquartile range (IQR) | 2.49822736 |
Descriptive statistics
| Standard deviation | 1.993383624 |
|---|---|
| Coefficient of variation (CV) | 0.6663404603 |
| Kurtosis | 1.348930369 |
| Mean | 2.991539226 |
| Median Absolute Deviation (MAD) | 1.054413273 |
| Skewness | 1.144865547 |
| Sum | 703.011718 |
| Variance | 3.973578274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.017902892 | 2 | 0.8% |
| 0.7309230586 | 2 | 0.8% |
| 2.088062705 | 2 | 0.8% |
| 1.56839085 | 1 | 0.4% |
| 4.67242718 | 1 | 0.4% |
| 1.20767212 | 1 | 0.4% |
| 1.45687652 | 1 | 0.4% |
| 6.611237072 | 1 | 0.4% |
| 4.97990847 | 1 | 0.4% |
| 1.18101335 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.16040288 | 1 | |
| 0.18619445 | 1 | |
| 0.24164152 | 1 | |
| 0.25223461 | 1 | |
| 0.43517575 | 1 | |
| 0.4441134 | 1 | |
| 0.5429256 | 1 | |
| 0.55993599 | 1 | |
| 0.57157749 | 1 | |
| 0.58947575 | 1 |
| Value | Count | Frequency (%) |
| 12.06273365 | 1 | |
| 9.46625137 | 1 | |
| 7.70044041 | 1 | |
| 7.55137873 | 1 | |
| 7.52562666 | 1 | |
| 7.3839097 | 1 | |
| 7.32308102 | 1 | |
| 6.99610281 | 1 | |
| 6.9958024 | 1 | |
| 6.784413813 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.996202067 |
| Minimum | 0.16990875 |
|---|---|
| Maximum | 11.09584999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.16990875 |
|---|---|
| 5-th percentile | 0.656360331 |
| Q1 | 1.48425025 |
| median | 2.38873291 |
| Q3 | 3.946240905 |
| 95-th percentile | 6.864028296 |
| Maximum | 11.09584999 |
| Range | 10.92594124 |
| Interquartile range (IQR) | 2.461990655 |
Descriptive statistics
| Standard deviation | 2.05932633 |
|---|---|
| Coefficient of variation (CV) | 0.6873122319 |
| Kurtosis | 0.995882715 |
| Mean | 2.996202067 |
| Median Absolute Deviation (MAD) | 1.0399847 |
| Skewness | 1.155103639 |
| Sum | 704.1074858 |
| Variance | 4.240824934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.953094075 | 2 | 0.8% |
| 0.7620088104 | 2 | 0.8% |
| 2.000348082 | 2 | 0.8% |
| 1.60206163 | 1 | 0.4% |
| 9.26190281 | 1 | 0.4% |
| 1.48226893 | 1 | 0.4% |
| 1.36280441 | 1 | 0.4% |
| 6.62690319 | 1 | 0.4% |
| 4.54677391 | 1 | 0.4% |
| 1.92017889 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.16990875 | 1 | |
| 0.20671788 | 1 | |
| 0.21806885 | 1 | |
| 0.26129073 | 1 | |
| 0.4321349 | 1 | |
| 0.50362736 | 1 | |
| 0.52909434 | 1 | |
| 0.5291841 | 1 | |
| 0.53574222 | 1 | |
| 0.57326448 | 1 |
| Value | Count | Frequency (%) |
| 11.09584999 | 1 | |
| 10.37613583 | 1 | |
| 9.26190281 | 1 | |
| 7.80344439 | 1 | |
| 7.61281252 | 1 | |
| 7.43015385 | 1 | |
| 7.41065979 | 1 | |
| 7.24719477 | 1 | |
| 6.99419975 | 1 | |
| 6.91682911 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.964563539 |
| Minimum | 0.22633369 |
|---|---|
| Maximum | 10.87369251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.22633369 |
|---|---|
| 5-th percentile | 0.621626682 |
| Q1 | 1.476521375 |
| median | 2.36401582 |
| Q3 | 4.00420475 |
| 95-th percentile | 6.808052397 |
| Maximum | 10.87369251 |
| Range | 10.64735882 |
| Interquartile range (IQR) | 2.527683375 |
Descriptive statistics
| Standard deviation | 2.053090465 |
|---|---|
| Coefficient of variation (CV) | 0.6925439237 |
| Kurtosis | 1.186500875 |
| Mean | 2.964563539 |
| Median Absolute Deviation (MAD) | 1.14663494 |
| Skewness | 1.169021916 |
| Sum | 696.6724316 |
| Variance | 4.215180458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.987590305 | 2 | 0.8% |
| 0.7394614113 | 2 | 0.8% |
| 2.05968034 | 2 | 0.8% |
| 1.55923831 | 1 | 0.4% |
| 10.87369251 | 1 | 0.4% |
| 1.32874441 | 1 | 0.4% |
| 1.67488027 | 1 | 0.4% |
| 6.780821821 | 1 | 0.4% |
| 4.16533232 | 1 | 0.4% |
| 2.05841351 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.22633369 | 1 | |
| 0.24835719 | 1 | |
| 0.26126072 | 1 | |
| 0.26902619 | 1 | |
| 0.29385617 | 1 | |
| 0.48937705 | 1 | |
| 0.49784002 | 1 | |
| 0.54853547 | 1 | |
| 0.55492181 | 1 | |
| 0.55780333 | 1 |
| Value | Count | Frequency (%) |
| 10.87369251 | 1 | |
| 10.83419704 | 1 | |
| 9.60938358 | 1 | |
| 7.68989229 | 1 | |
| 7.65940762 | 1 | |
| 7.40223742 | 1 | |
| 7.08049011 | 1 | |
| 7.06341505 | 1 | |
| 6.98110819 | 1 | |
| 6.9434433 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.021714036 |
| Minimum | 0.20322418 |
|---|---|
| Maximum | 16.81926346 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.20322418 |
|---|---|
| 5-th percentile | 0.618339358 |
| Q1 | 1.497320355 |
| median | 2.395493778 |
| Q3 | 4.03092337 |
| 95-th percentile | 6.86328914 |
| Maximum | 16.81926346 |
| Range | 16.61603928 |
| Interquartile range (IQR) | 2.533603015 |
Descriptive statistics
| Standard deviation | 2.212156349 |
|---|---|
| Coefficient of variation (CV) | 0.7320865978 |
| Kurtosis | 6.046197082 |
| Mean | 3.021714036 |
| Median Absolute Deviation (MAD) | 1.100239228 |
| Skewness | 1.787438085 |
| Sum | 710.1027986 |
| Variance | 4.893635711 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.953851584 | 2 | 0.8% |
| 0.7498437903 | 2 | 0.8% |
| 2.085907774 | 2 | 0.8% |
| 1.55186629 | 1 | 0.4% |
| 16.81926346 | 1 | 0.4% |
| 1.03428984 | 1 | 0.4% |
| 1.62477767 | 1 | 0.4% |
| 6.891005102 | 1 | 0.4% |
| 4.68895483 | 1 | 0.4% |
| 1.50168777 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.20322418 | 1 | |
| 0.24066733 | 1 | |
| 0.24325049 | 1 | |
| 0.28975412 | 1 | |
| 0.55994755 | 1 | |
| 0.56413507 | 1 | |
| 0.57034886 | 1 | |
| 0.58525318 | 1 | |
| 0.58651835 | 1 | |
| 0.58830029 | 1 |
| Value | Count | Frequency (%) |
| 16.81926346 | 1 | |
| 10.13265324 | 1 | |
| 9.8824482 | 1 | |
| 9.15723324 | 1 | |
| 7.80592728 | 1 | |
| 7.55543995 | 1 | |
| 7.33408403 | 1 | |
| 7.22997999 | 1 | |
| 7.0624342 | 1 | |
| 6.9392724 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.057613417 |
| Minimum | 0.17093375 |
|---|---|
| Maximum | 12.60140991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.17093375 |
|---|---|
| 5-th percentile | 0.596312931 |
| Q1 | 1.531213225 |
| median | 2.333150718 |
| Q3 | 4.249113325 |
| 95-th percentile | 7.183172904 |
| Maximum | 12.60140991 |
| Range | 12.43047616 |
| Interquartile range (IQR) | 2.7179001 |
Descriptive statistics
| Standard deviation | 2.202583579 |
|---|---|
| Coefficient of variation (CV) | 0.7203603853 |
| Kurtosis | 1.577699471 |
| Mean | 3.057613417 |
| Median Absolute Deviation (MAD) | 1.104446283 |
| Skewness | 1.25589348 |
| Sum | 718.539153 |
| Variance | 4.851374423 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.797769791 | 2 | 0.8% |
| 0.7858578253 | 2 | 0.8% |
| 2.11896182 | 2 | 0.8% |
| 1.59290409 | 1 | 0.4% |
| 12.60140991 | 1 | 0.4% |
| 1.92540812 | 1 | 0.4% |
| 1.59730816 | 1 | 0.4% |
| 7.199162825 | 1 | 0.4% |
| 4.13121605 | 1 | 0.4% |
| 1.55048287 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.17093375 | 1 | |
| 0.26959306 | 1 | |
| 0.29166144 | 1 | |
| 0.29779997 | 1 | |
| 0.43337327 | 1 | |
| 0.51332533 | 1 | |
| 0.51425028 | 1 | |
| 0.53093374 | 1 | |
| 0.56152743 | 1 | |
| 0.56289971 | 1 |
| Value | Count | Frequency (%) |
| 12.60140991 | 1 | |
| 10.5 | 1 | |
| 10.29249096 | 1 | |
| 9.91073895 | 1 | |
| 7.99141836 | 1 | |
| 7.71768188 | 1 | |
| 7.4163928 | 1 | |
| 7.38709784 | 1 | |
| 7.2696805 | 1 | |
| 7.25172758 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.303402466 |
| Minimum | 0.18705817 |
|---|---|
| Maximum | 12.05714226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.18705817 |
|---|---|
| 5-th percentile | 0.652626487 |
| Q1 | 1.596191585 |
| median | 2.6471591 |
| Q3 | 4.422523006 |
| 95-th percentile | 7.59569978 |
| Maximum | 12.05714226 |
| Range | 11.87008409 |
| Interquartile range (IQR) | 2.826331421 |
Descriptive statistics
| Standard deviation | 2.281785507 |
|---|---|
| Coefficient of variation (CV) | 0.6907379682 |
| Kurtosis | 0.6799769731 |
| Mean | 3.303402466 |
| Median Absolute Deviation (MAD) | 1.25570798 |
| Skewness | 1.048897593 |
| Sum | 776.2995795 |
| Variance | 5.206545102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.044908129 | 2 | 0.8% |
| 0.8626126921 | 2 | 0.8% |
| 2.436880793 | 2 | 0.8% |
| 1.8142674 | 1 | 0.4% |
| 6.32094669 | 1 | 0.4% |
| 1.48650408 | 1 | 0.4% |
| 1.81166101 | 1 | 0.4% |
| 7.844475152 | 1 | 0.4% |
| 3.45770502 | 1 | 0.4% |
| 1.53777564 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.18705817 | 1 | |
| 0.26025116 | 1 | |
| 0.31161487 | 1 | |
| 0.37398183 | 1 | |
| 0.43821606 | 1 | |
| 0.47905558 | 1 | |
| 0.52133471 | 1 | |
| 0.53190351 | 1 | |
| 0.56858444 | 1 | |
| 0.57001245 | 1 |
| Value | Count | Frequency (%) |
| 12.05714226 | 1 | |
| 11.28293419 | 1 | |
| 9.01539803 | 1 | |
| 8.59411716 | 1 | |
| 8.50212383 | 1 | |
| 8.17551804 | 1 | |
| 8.09736061 | 1 | |
| 7.97806454 | 1 | |
| 7.87523222 | 1 | |
| 7.87510061 | 1 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 30 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.237843745 |
| Minimum | 0.19247182 |
|---|---|
| Maximum | 14.35294151 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.19247182 |
|---|---|
| 5-th percentile | 0.5996274825 |
| Q1 | 1.565297565 |
| median | 2.51197803 |
| Q3 | 4.459868195 |
| 95-th percentile | 7.553879145 |
| Maximum | 14.35294151 |
| Range | 14.16046969 |
| Interquartile range (IQR) | 2.89457063 |
Descriptive statistics
| Standard deviation | 2.289435919 |
|---|---|
| Coefficient of variation (CV) | 0.7070865982 |
| Kurtosis | 1.716305412 |
| Mean | 3.237843745 |
| Median Absolute Deviation (MAD) | 1.23259798 |
| Skewness | 1.207423432 |
| Sum | 764.1311238 |
| Variance | 5.241516828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.072487986 | 2 | 0.8% |
| 0.8382743897 | 2 | 0.8% |
| 2.221011018 | 2 | 0.8% |
| 1.81050265 | 1 | 0.4% |
| 7.59175587 | 1 | 0.4% |
| 1.59380233 | 1 | 0.4% |
| 1.67910564 | 1 | 0.4% |
| 7.899210587 | 1 | 0.4% |
| 3.98765874 | 1 | 0.4% |
| 1.31193805 | 1 | 0.4% |
| Other values (223) | 223 | |
| (Missing) | 30 | 11.3% |
| Value | Count | Frequency (%) |
| 0.19247182 | 1 | |
| 0.36044455 | 1 | |
| 0.36297843 | 1 | |
| 0.39785826 | 1 | |
| 0.42714676 | 1 | |
| 0.44847032 | 1 | |
| 0.45372462 | 1 | |
| 0.46915734 | 1 | |
| 0.5637666 | 1 | |
| 0.57170916 | 1 |
| Value | Count | Frequency (%) |
| 14.35294151 | 1 | |
| 9.70249653 | 1 | |
| 8.66742611 | 1 | |
| 8.41764736 | 1 | |
| 8.39900112 | 1 | |
| 8.07929516 | 1 | |
| 8.00348186 | 1 | |
| 7.94476509 | 1 | |
| 7.9076767 | 1 | |
| 7.899210587 | 1 |
| Distinct | 235 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 29 |
| Missing (%) | 10.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.229634205 |
| Minimum | 0.23041078 |
|---|---|
| Maximum | 13.5405407 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.23041078 |
|---|---|
| 5-th percentile | 0.57941458 |
| Q1 | 1.51699734 |
| median | 2.564951004 |
| Q3 | 4.31459713 |
| 95-th percentile | 7.711361884 |
| Maximum | 13.5405407 |
| Range | 13.31012992 |
| Interquartile range (IQR) | 2.79759979 |
Descriptive statistics
| Standard deviation | 2.275856127 |
|---|---|
| Coefficient of variation (CV) | 0.7046792243 |
| Kurtosis | 1.314011518 |
| Mean | 3.229634205 |
| Median Absolute Deviation (MAD) | 1.264412816 |
| Skewness | 1.147336163 |
| Sum | 765.4233066 |
| Variance | 5.179521109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.405821079 | 2 | 0.8% |
| 2.062303286 | 2 | 0.8% |
| 2.13192821 | 1 | 0.4% |
| 0.74974966 | 1 | 0.4% |
| 1.77170992 | 1 | 0.4% |
| 1.62257183 | 1 | 0.4% |
| 1.76482272 | 1 | 0.4% |
| 7.863226669 | 1 | 0.4% |
| 4.09209919 | 1 | 0.4% |
| 1.27229667 | 1 | 0.4% |
| Other values (225) | 225 | |
| (Missing) | 29 | 10.9% |
| Value | Count | Frequency (%) |
| 0.23041078 | 1 | |
| 0.35409066 | 1 | |
| 0.36693901 | 1 | |
| 0.38117662 | 1 | |
| 0.40495625 | 1 | |
| 0.41569987 | 1 | |
| 0.42167205 | 1 | |
| 0.43690559 | 1 | |
| 0.47937733 | 1 | |
| 0.47999978 | 1 |
| Value | Count | Frequency (%) |
| 13.5405407 | 1 | |
| 10.06710052 | 1 | |
| 8.80000973 | 1 | |
| 8.78255081 | 1 | |
| 8.48921585 | 1 | |
| 8.13068199 | 1 | |
| 8.12801647 | 1 | |
| 8.06530571 | 1 | |
| 7.92789316 | 1 | |
| 7.9088397 | 1 |
| Distinct | 234 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 30 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.243110363 |
| Minimum | 0.34288704 |
|---|---|
| Maximum | 13.47222137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.34288704 |
|---|---|
| 5-th percentile | 0.65308346 |
| Q1 | 1.471453695 |
| median | 2.623351969 |
| Q3 | 4.314447042 |
| 95-th percentile | 7.644571897 |
| Maximum | 13.47222137 |
| Range | 13.12933433 |
| Interquartile range (IQR) | 2.842993347 |
Descriptive statistics
| Standard deviation | 2.257585478 |
|---|---|
| Coefficient of variation (CV) | 0.6961173766 |
| Kurtosis | 1.191407262 |
| Mean | 3.243110363 |
| Median Absolute Deviation (MAD) | 1.356443846 |
| Skewness | 1.117020618 |
| Sum | 765.3740456 |
| Variance | 5.096692189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.2992813 | 2 | 0.8% |
| 0.89962459 | 2 | 0.8% |
| 4.19441795 | 1 | 0.4% |
| 1.9007318 | 1 | 0.4% |
| 1.34665346 | 1 | 0.4% |
| 1.86487269 | 1 | 0.4% |
| 7.849852089 | 1 | 0.4% |
| 3.87052751 | 1 | 0.4% |
| 1.03993475 | 1 | 0.4% |
| 0.54436678 | 1 | 0.4% |
| Other values (224) | 224 | |
| (Missing) | 30 | 11.3% |
| Value | Count | Frequency (%) |
| 0.34288704 | 1 | |
| 0.4135493 | 1 | |
| 0.41500771 | 1 | |
| 0.43670171 | 1 | |
| 0.45754522 | 1 | |
| 0.50444686 | 1 | |
| 0.51431358 | 1 | |
| 0.5242337 | 1 | |
| 0.53260946 | 1 | |
| 0.54436678 | 1 |
| Value | Count | Frequency (%) |
| 13.47222137 | 1 | |
| 9.0407753 | 1 | |
| 8.9568243 | 1 | |
| 8.600667 | 1 | |
| 8.18807316 | 1 | |
| 8.06292343 | 1 | |
| 8.05242443 | 1 | |
| 8.04331493 | 1 | |
| 7.94105148 | 1 | |
| 7.90049934 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.289435205 |
| Minimum | 0.34224948 |
|---|---|
| Maximum | 13.92105198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.34224948 |
|---|---|
| 5-th percentile | 0.689802948 |
| Q1 | 1.57661682 |
| median | 2.691232816 |
| Q3 | 4.428337815 |
| 95-th percentile | 7.780671788 |
| Maximum | 13.92105198 |
| Range | 13.5788025 |
| Interquartile range (IQR) | 2.851720995 |
Descriptive statistics
| Standard deviation | 2.269899551 |
|---|---|
| Coefficient of variation (CV) | 0.6900575355 |
| Kurtosis | 1.492140639 |
| Mean | 3.289435205 |
| Median Absolute Deviation (MAD) | 1.378040596 |
| Skewness | 1.153580088 |
| Sum | 773.0172733 |
| Variance | 5.152443971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.338549391 | 2 | 0.8% |
| 0.8563704757 | 2 | 0.8% |
| 1.861043548 | 2 | 0.8% |
| 7.59215212 | 1 | 0.4% |
| 1.08287692 | 1 | 0.4% |
| 1.95769048 | 1 | 0.4% |
| 2.08672738 | 1 | 0.4% |
| 1.89357066 | 1 | 0.4% |
| 7.887914302 | 1 | 0.4% |
| 4.18122244 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.34224948 | 1 | |
| 0.42721474 | 1 | |
| 0.44335812 | 1 | |
| 0.48858508 | 1 | |
| 0.48876396 | 1 | |
| 0.48927841 | 1 | |
| 0.4984341 | 1 | |
| 0.50073928 | 1 | |
| 0.52373934 | 1 | |
| 0.55160207 | 1 |
| Value | Count | Frequency (%) |
| 13.92105198 | 1 | |
| 9.1623106 | 1 | |
| 9.1383667 | 1 | |
| 8.99433613 | 1 | |
| 8.56900883 | 1 | |
| 8.40567684 | 1 | |
| 8.04127502 | 1 | |
| 8.03870392 | 1 | |
| 7.97009706 | 1 | |
| 7.94619036 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.344748788 |
| Minimum | 0.44593188 |
|---|---|
| Maximum | 14.1219511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.44593188 |
|---|---|
| 5-th percentile | 0.612509938 |
| Q1 | 1.62000072 |
| median | 2.78856063 |
| Q3 | 4.49735689 |
| 95-th percentile | 7.964150762 |
| Maximum | 14.1219511 |
| Range | 13.67601922 |
| Interquartile range (IQR) | 2.87735617 |
Descriptive statistics
| Standard deviation | 2.300450144 |
|---|---|
| Coefficient of variation (CV) | 0.687779648 |
| Kurtosis | 1.753127531 |
| Mean | 3.344748788 |
| Median Absolute Deviation (MAD) | 1.36954951 |
| Skewness | 1.195908994 |
| Sum | 786.0159651 |
| Variance | 5.292070864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.711083226 | 2 | 0.8% |
| 0.8454144488 | 2 | 0.8% |
| 1.804959323 | 2 | 0.8% |
| 7.97019529 | 1 | 0.4% |
| 1.25234473 | 1 | 0.4% |
| 2.47630405 | 1 | 0.4% |
| 2.20789266 | 1 | 0.4% |
| 2.03088164 | 1 | 0.4% |
| 8.14481706 | 1 | 0.4% |
| 3.883605 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.44593188 | 1 | |
| 0.47094306 | 1 | |
| 0.47265655 | 1 | |
| 0.47937906 | 1 | |
| 0.50554109 | 1 | |
| 0.51415253 | 1 | |
| 0.55080938 | 1 | |
| 0.55491424 | 1 | |
| 0.57532859 | 1 | |
| 0.5876475 | 1 |
| Value | Count | Frequency (%) |
| 14.1219511 | 1 | |
| 10.95757103 | 1 | |
| 9.19936943 | 1 | |
| 9.02501678 | 1 | |
| 8.56367874 | 1 | |
| 8.48952866 | 1 | |
| 8.23888111 | 1 | |
| 8.2311554 | 1 | |
| 8.14481706 | 1 | |
| 8.13847065 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.419346686 |
| Minimum | 0.37891248 |
|---|---|
| Maximum | 13.17021275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.37891248 |
|---|---|
| 5-th percentile | 0.640128576 |
| Q1 | 1.654010175 |
| median | 2.974489705 |
| Q3 | 4.449403765 |
| 95-th percentile | 7.918770552 |
| Maximum | 13.17021275 |
| Range | 12.79130027 |
| Interquartile range (IQR) | 2.79539359 |
Descriptive statistics
| Standard deviation | 2.295705832 |
|---|---|
| Coefficient of variation (CV) | 0.6713872686 |
| Kurtosis | 1.275539843 |
| Mean | 3.419346686 |
| Median Absolute Deviation (MAD) | 1.364280475 |
| Skewness | 1.102288888 |
| Sum | 803.5464712 |
| Variance | 5.270265266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.796464423 | 2 | 0.8% |
| 0.9008115341 | 2 | 0.8% |
| 1.938597265 | 2 | 0.8% |
| 8.66388416 | 1 | 0.4% |
| 1.41883922 | 1 | 0.4% |
| 2.37549067 | 1 | 0.4% |
| 2.67399311 | 1 | 0.4% |
| 2.03361416 | 1 | 0.4% |
| 8.383949989 | 1 | 0.4% |
| 4.21268463 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.37891248 | 1 | |
| 0.42931205 | 1 | |
| 0.43304482 | 1 | |
| 0.45585293 | 1 | |
| 0.46535748 | 1 | |
| 0.4661262 | 1 | |
| 0.52267283 | 1 | |
| 0.53779852 | 1 | |
| 0.55440164 | 1 | |
| 0.55998266 | 1 |
| Value | Count | Frequency (%) |
| 13.17021275 | 1 | |
| 11.57496357 | 1 | |
| 9.07129955 | 1 | |
| 9.03866768 | 1 | |
| 8.66388416 | 1 | |
| 8.60955524 | 1 | |
| 8.60765076 | 1 | |
| 8.45250511 | 1 | |
| 8.383949989 | 1 | |
| 8.2843132 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 32 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.465395495 |
| Minimum | 0.37905285 |
|---|---|
| Maximum | 12.07547188 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.37905285 |
|---|---|
| 5-th percentile | 0.70791163 |
| Q1 | 1.669230493 |
| median | 2.972319075 |
| Q3 | 4.468640144 |
| 95-th percentile | 8.070588831 |
| Maximum | 12.07547188 |
| Range | 11.69641903 |
| Interquartile range (IQR) | 2.799409652 |
Descriptive statistics
| Standard deviation | 2.306582383 |
|---|---|
| Coefficient of variation (CV) | 0.6656043694 |
| Kurtosis | 0.7149904833 |
| Mean | 3.465395495 |
| Median Absolute Deviation (MAD) | 1.40677958 |
| Skewness | 1.014515801 |
| Sum | 810.9025459 |
| Variance | 5.320322291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.914275469 | 2 | 0.8% |
| 2.972319075 | 2 | 0.8% |
| 1.67796278 | 1 | 0.4% |
| 6.33800554 | 1 | 0.4% |
| 1.63326025 | 1 | 0.4% |
| 1.19934916 | 1 | 0.4% |
| 2.51740336 | 1 | 0.4% |
| 2.69071293 | 1 | 0.4% |
| 1.8888557 | 1 | 0.4% |
| 8.491039822 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 32 | 12.0% |
| Value | Count | Frequency (%) |
| 0.37905285 | 1 | |
| 0.40610689 | 1 | |
| 0.47496936 | 1 | |
| 0.48464295 | 1 | |
| 0.53998089 | 1 | |
| 0.55122471 | 1 | |
| 0.57399994 | 1 | |
| 0.57490981 | 1 | |
| 0.59953207 | 1 | |
| 0.60012823 | 1 |
| Value | Count | Frequency (%) |
| 12.07547188 | 1 | |
| 10.94801617 | 1 | |
| 9.65461922 | 1 | |
| 9.14448833 | 1 | |
| 9.04278946 | 1 | |
| 8.95745564 | 1 | |
| 8.68237877 | 1 | |
| 8.61875916 | 1 | |
| 8.55732727 | 1 | |
| 8.53385067 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.450583865 |
| Minimum | 0.14560163 |
|---|---|
| Maximum | 11.78571415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.14560163 |
|---|---|
| 5-th percentile | 0.695915008 |
| Q1 | 1.713074685 |
| median | 3.0033567 |
| Q3 | 4.55762911 |
| 95-th percentile | 8.162248707 |
| Maximum | 11.78571415 |
| Range | 11.64011252 |
| Interquartile range (IQR) | 2.844554425 |
Descriptive statistics
| Standard deviation | 2.269650083 |
|---|---|
| Coefficient of variation (CV) | 0.6577582728 |
| Kurtosis | 0.5306071537 |
| Mean | 3.450583865 |
| Median Absolute Deviation (MAD) | 1.45510591 |
| Skewness | 0.9520703268 |
| Sum | 810.8872083 |
| Variance | 5.151311501 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.2094624 | 2 | 0.8% |
| 0.9422650088 | 2 | 0.8% |
| 2.008921849 | 2 | 0.8% |
| 8.78095436 | 1 | 0.4% |
| 1.23883033 | 1 | 0.4% |
| 2.55904102 | 1 | 0.4% |
| 2.4679451 | 1 | 0.4% |
| 1.92218924 | 1 | 0.4% |
| 8.438302935 | 1 | 0.4% |
| 4.05778646 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.14560163 | 1 | |
| 0.40603626 | 1 | |
| 0.41352716 | 1 | |
| 0.49838862 | 1 | |
| 0.53265768 | 1 | |
| 0.56357861 | 1 | |
| 0.59081894 | 1 | |
| 0.59996831 | 1 | |
| 0.63893265 | 1 | |
| 0.64313394 | 1 |
| Value | Count | Frequency (%) |
| 11.78571415 | 1 | |
| 10.47486115 | 1 | |
| 9.13570595 | 1 | |
| 8.97414494 | 1 | |
| 8.80528641 | 1 | |
| 8.78095436 | 1 | |
| 8.59649086 | 1 | |
| 8.51218987 | 1 | |
| 8.438302935 | 1 | |
| 8.43570423 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.476635369 |
| Minimum | 0.21044466 |
|---|---|
| Maximum | 15.57900333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.21044466 |
|---|---|
| 5-th percentile | 0.681709665 |
| Q1 | 1.700775685 |
| median | 2.969204194 |
| Q3 | 4.671698095 |
| 95-th percentile | 7.995840434 |
| Maximum | 15.57900333 |
| Range | 15.36855867 |
| Interquartile range (IQR) | 2.97092241 |
Descriptive statistics
| Standard deviation | 2.347980434 |
|---|---|
| Coefficient of variation (CV) | 0.6753599918 |
| Kurtosis | 2.366649324 |
| Mean | 3.476635369 |
| Median Absolute Deviation (MAD) | 1.528502696 |
| Skewness | 1.199130973 |
| Sum | 817.0093116 |
| Variance | 5.513012118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.892255428 | 2 | 0.8% |
| 0.9061628071 | 2 | 0.8% |
| 2.02245899 | 2 | 0.8% |
| 8.59087181 | 1 | 0.4% |
| 1.40456009 | 1 | 0.4% |
| 2.577914 | 1 | 0.4% |
| 2.40220785 | 1 | 0.4% |
| 1.92385709 | 1 | 0.4% |
| 8.40363249 | 1 | 0.4% |
| 3.8711977 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 0.21044466 | 1 | |
| 0.42589214 | 1 | |
| 0.4908835 | 1 | |
| 0.49754339 | 1 | |
| 0.4979623 | 1 | |
| 0.54922014 | 1 | |
| 0.55349988 | 1 | |
| 0.55767161 | 1 | |
| 0.60100216 | 1 | |
| 0.61581403 | 1 |
| Value | Count | Frequency (%) |
| 15.57900333 | 1 | |
| 9.94623375 | 1 | |
| 9.27633858 | 1 | |
| 9.00402641 | 1 | |
| 8.88178158 | 1 | |
| 8.70329475 | 1 | |
| 8.59087181 | 1 | |
| 8.49391079 | 1 | |
| 8.47234249 | 1 | |
| 8.44737244 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 32 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.546249268 |
| Minimum | 0.12061489 |
|---|---|
| Maximum | 17.79838181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.12061489 |
|---|---|
| 5-th percentile | 0.7506219512 |
| Q1 | 1.667826082 |
| median | 3.006896326 |
| Q3 | 4.816905145 |
| 95-th percentile | 8.22016444 |
| Maximum | 17.79838181 |
| Range | 17.67776692 |
| Interquartile range (IQR) | 3.149079062 |
Descriptive statistics
| Standard deviation | 2.437626602 |
|---|---|
| Coefficient of variation (CV) | 0.6873816299 |
| Kurtosis | 4.195573825 |
| Mean | 3.546249268 |
| Median Absolute Deviation (MAD) | 1.602860035 |
| Skewness | 1.432873863 |
| Sum | 829.8223287 |
| Variance | 5.942023451 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.675252244 | 2 | 0.8% |
| 2.009732431 | 2 | 0.8% |
| 1.10280871 | 1 | 0.4% |
| 2.91634917 | 1 | 0.4% |
| 2.40971565 | 1 | 0.4% |
| 1.99659598 | 1 | 0.4% |
| 8.456098279 | 1 | 0.4% |
| 3.98512077 | 1 | 0.4% |
| 2.02315378 | 1 | 0.4% |
| 0.48264918 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 32 | 12.0% |
| Value | Count | Frequency (%) |
| 0.12061489 | 1 | |
| 0.46258456 | 1 | |
| 0.48264918 | 1 | |
| 0.52095848 | 1 | |
| 0.53241199 | 1 | |
| 0.54099613 | 1 | |
| 0.55936718 | 1 | |
| 0.57824951 | 1 | |
| 0.6663335 | 1 | |
| 0.73514652 | 1 |
| Value | Count | Frequency (%) |
| 17.79838181 | 1 | |
| 10.12506104 | 1 | |
| 9.22483444 | 1 | |
| 9.09177876 | 1 | |
| 9.02942657 | 1 | |
| 9.00933933 | 1 | |
| 8.52492332 | 1 | |
| 8.456098279 | 1 | |
| 8.44735909 | 1 | |
| 8.44230652 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Country Name | Country Code | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | ABW | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | Africa Eastern and Southern | AFE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.283611 | 2.230368 | 2.111516 | 2.578456 | 2.575729 | 2.516244 | 2.732710 | 2.754689 | 2.646022 | 2.987704 | 3.067876 | 3.041422 | 2.966538 | 2.853851 | 2.834008 | 2.944156 | 2.864620 | 2.889464 | 2.969204 | 3.018758 | NaN |
| 2 | Afghanistan | AFG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.084181 | 0.650963 | 0.542926 | 0.529184 | 0.497840 | 0.559948 | 0.627800 | 0.531904 | 0.469157 | 0.480000 | 0.342887 | 0.443358 | 0.472657 | 0.522673 | 0.600128 | 0.643134 | 0.549220 | 1.084431 | NaN |
| 3 | Africa Western and Central | AFW | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.714476 | 0.893452 | 0.708447 | 0.934723 | 1.091559 | 1.058148 | 0.934336 | 0.845325 | 0.770461 | 0.766861 | 0.677984 | 0.713940 | 0.726236 | 0.726081 | 0.658948 | 0.749981 | 0.728702 | 0.755247 | 0.744667 | 0.744708 | NaN |
| 4 | Angola | AGO | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.110987 | 2.046315 | 1.308627 | 1.465597 | 1.686635 | 1.278759 | 1.444120 | 1.721986 | 2.138437 | 2.600458 | 1.674096 | 1.713218 | 1.563336 | 1.695167 | 1.318160 | 1.234241 | 1.197537 | 1.291870 | 1.068784 | 1.044347 | NaN |
| 5 | Albania | ALB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.765831 | 2.753276 | 2.588669 | 2.670353 | 2.820827 | 2.665318 | 2.559311 | 2.435714 | 2.271255 | 2.338060 | 2.378736 | 2.365564 | 2.455189 | 2.577756 | 2.593617 | 2.731348 | 2.803705 | 2.675072 | 2.824995 | NaN | NaN |
| 6 | Andorra | AND | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.900492 | 3.817918 | 4.070680 | 3.638351 | 3.368625 | 3.732820 | 3.068361 | 3.036968 | 3.800289 | 4.272472 | 4.572857 | 4.065631 | 4.069551 | 4.117214 | 4.182418 | 4.334843 | 4.356363 | 4.593791 | 4.586702 | 4.663682 | NaN |
| 7 | Arab World | ARB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.128634 | 2.377157 | 2.357331 | 2.300040 | 2.131992 | 1.987870 | 1.997035 | 2.043306 | 1.944795 | 2.544951 | 2.247313 | 2.361851 | 2.353237 | 2.522638 | 2.792467 | 2.980678 | 2.928567 | 3.143080 | 3.008306 | 2.992673 | NaN |
| 8 | United Arab Emirates | ARE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.634128 | 1.913224 | 1.664022 | 1.621549 | 1.406007 | 1.318825 | 1.332560 | 1.505389 | 1.871601 | 2.984150 | 2.748252 | 2.657902 | 2.484807 | 2.585941 | 2.576591 | 2.553349 | 2.499964 | 2.225120 | 2.138163 | 2.235758 | NaN |
| 9 | Argentina | ARG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.498951 | 4.592103 | 4.033505 | 3.772157 | 3.744384 | 3.913400 | 4.018989 | 4.254916 | 4.508532 | 5.669824 | 5.568346 | 5.681183 | 6.134864 | 6.220419 | 6.327302 | 6.824374 | 5.591187 | 6.599356 | 5.935803 | 5.930557 | NaN |
Last rows
| Country Name | Country Code | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 256 | Virgin Islands (U.S.) | VIR | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 257 | Vietnam | VNM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.332808 | 1.195118 | 1.312953 | 1.206780 | 1.354627 | 1.474180 | 1.529942 | 1.519374 | 1.527495 | 1.511225 | 1.861737 | 1.784869 | 2.096374 | 2.391137 | 1.935417 | 1.908782 | 2.143215 | 2.173004 | 2.095765 | 2.299249 | NaN |
| 258 | Vanuatu | VUT | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.469429 | 2.516054 | 2.623522 | 2.489792 | 2.324555 | 2.140447 | 2.145963 | 2.223544 | 2.274068 | 2.003200 | 1.940357 | 2.360593 | 2.299970 | 2.245578 | 0.587647 | 2.099060 | 1.327976 | 1.466238 | 2.140463 | 1.917071 | NaN |
| 259 | World | WLD | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.956999 | 5.178648 | 5.371768 | 5.508218 | 5.502097 | 5.450497 | 5.412832 | 5.344499 | 5.427862 | 5.918746 | 5.710814 | 5.708119 | 5.679334 | 5.652104 | 5.734514 | 5.879032 | 5.931410 | 5.853382 | 5.830287 | 5.895632 | NaN |
| 260 | Samoa | WSM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.673966 | 3.198247 | 3.507157 | 2.889204 | 3.098712 | 3.261610 | 3.531317 | 3.361759 | 3.557783 | 4.085714 | 3.985146 | 3.700568 | 3.978286 | 4.172825 | 4.657566 | 4.578550 | 4.156678 | 4.171524 | 3.951247 | 4.622252 | NaN |
| 261 | Kosovo | XKX | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 262 | Yemen, Rep. | YEM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.371962 | 2.477973 | 2.330984 | 2.404081 | 1.952994 | 1.655036 | 1.625757 | 1.563949 | 1.602809 | 1.308692 | 1.162171 | 1.092118 | 1.241314 | 0.979608 | 0.783485 | 0.433045 | NaN | NaN | NaN | NaN | NaN |
| 263 | South Africa | ZAF | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.987843 | 2.678082 | 2.577340 | 3.137313 | 3.056794 | 3.076176 | 3.613281 | 3.671134 | 3.731524 | 4.239516 | 4.448114 | 4.533950 | 4.538037 | 4.529932 | 4.751143 | 5.017284 | 4.993121 | 4.982114 | 5.075503 | 5.352658 | NaN |
| 264 | Zambia | ZMB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.181581 | 3.105593 | 2.958145 | 2.440500 | 2.415015 | 1.831187 | 1.725263 | 0.978089 | 0.579819 | 0.438216 | 0.841367 | 1.203880 | 1.297866 | 1.309873 | 1.893822 | 2.090541 | 1.714307 | 1.765685 | 1.962865 | 2.129205 | NaN |
| 265 | Zimbabwe | ZWE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.753357 | 2.119654 | 1.998783 | 2.018070 | 2.731566 | 1.551368 | 1.788909 | 1.794181 | 2.782935 | 1.358270 | NaN |